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Freelance Data Scientist | ML Engineer | Full-Stack Developer

Passionate about leveraging data science, machine learning, and software engineering to solve complex problems. With 82 DataCamp projects and 31 self-initiated projects, I bring a diverse skill set in AI, aerospace simulations, web applications, and more.

• Autonomous Lunar Rescue System - AI-powered lunar rescue coordination webapp

  • Python AI

• Falcon 9 Landing Simulator - Advanced trajectory optimization using Dymos

  • Python Aerospace

• Mars Rover Navigation Simulator - Path planning and terrain analysis

  • Python Robotics

• NZ Launch Site AI Project - Optimal launch site selection using ML

  • Python ML

• Satellite Orbit Classification - ML models for orbital mechanics

  • Python TensorFlow

• Nuclear Fission Reactors - Moon Base Alpha - Reactor simulation for lunar base

  • Python Simulation

• Book Writer AI Toolkit - AI-powered book generation and production management

  • Python OpenAI

• Super Claude - Enhanced Claude AI integration toolkit

  • Python AI

• Self-Hosted AI Starter Kit - Complete self-hosted AI solution

  • Docker AI

• ML Model for REE Detection - Rare Earth Element detection using ML

  • Python scikit-learn

• Olanzapine ML Framework - Pharmaceutical analysis ML framework

  • Python ML

• Beyond the Plate Web App - Nutrition and meal planning platform

  • React Python

• Feast Planner App - Event meal planning and coordination

  • JavaScript

• News Aggregator - AI-powered news curation platform

  • Python Flask

• Presentation Web App - Interactive presentation builder

  • JavaScript HTML5

• Interactive Historical Map Generator - Dynamic historical map visualization

  • Python JavaScript

• Map Tile Generation Web App - Custom map tile generation system

  • Python GIS

• Country Map Tile Generator - Automated country map tile creation

  • Python

• Interactive Basemap - Customizable interactive mapping solution

  • JavaScript Leaflet

• SpriteStickerForge Pro - Professional sprite and sticker creation tool

  • TypeScript React

• RTS Game Dev - Real-time strategy game development framework

  • Python Game Dev

• Interactive Map Python Pygame - Pygame-based interactive map system

  • Python Pygame

• Exoplanet Space App - AI-powered exoplanet discovery and analysis
  • Python AI

• The Stone and the Sceptre - Epic fantasy novel project with AI assistance
  • Writing AI

• Project Jubilees Annotation - Historical text annotation and analysis
  • Python

I've completed 82 DataCamp projects covering comprehensive topics across the data science ecosystem:

🤖 Machine Learning & AI:

• Supervised Learning: Classification, Regression, Decision Trees, Random Forests, XGBoost
• Unsupervised Learning: K-Means Clustering, Dimensionality Reduction
• Model Optimization: Hyperparameter Tuning, Cross-Validation, Feature Engineering
• Explainable AI: SHAP (Shapley Values) for model interpretability

🧠 Deep Learning & Neural Networks:

• Frameworks: PyTorch, TensorFlow/Keras, torchvision
• Architectures: CNNs, ResNet-18, Transfer Learning
• Applications: Image Classification, Object Detection, Multi-Modal Learning
• Computer Vision: Fashion MNIST, Traffic Signs, Medical Imaging (X-rays), Food Classification

🗣️ Natural Language Processing:

• Transformers: Hugging Face, DistilBERT, BART, GPT-4 API Integration
• Techniques: Sentiment Analysis, Text Summarization, Machine Translation, Question Answering
• Text Analytics: TF-IDF, NLTK, Tokenization
• Applications: Review Classification, Email Categorization, Claims Analysis

📊 Data Science & Analytics:

• Data Manipulation: pandas, NumPy, advanced data wrangling
• Statistical Analysis: Hypothesis Testing, A/B Testing, ANOVA, Chi-Square Tests
• Visualization: matplotlib, seaborn, Plotly for interactive charts
• Time Series: Forecasting, Trend Analysis, Temporal Data Handling

💼 Business & Domain Applications:

• Finance: Portfolio Optimization (PyPortfolioOpt), Risk-Return Analysis, FAANG Stock Analysis
• Healthcare: Medical Image Classification, Clinical Data Analysis
• E-commerce: Customer Review Analysis, Sales Forecasting, Recommendation Systems
• Insurance: Claims Prediction, OCR Document Processing
• Transportation: Traffic Sign Detection, Car Review Sentiment Analysis

🔧 Data Engineering:

• ETL Pipelines: Data transformation, validation, automation
• Vector Databases: ChromaDB, Pinecone for semantic search
• Embeddings: OpenAI Embeddings, RAG (Retrieval-Augmented Generation)
• Data Formats: JSON, Parquet, CSV processing

💻 Advanced Programming:

• Python: Object-Oriented Programming, Type Hinting, Advanced Functions
• R: Statistical Computing, dplyr, tidyverse
• Model Deployment: joblib serialization, production-ready pipelines

🎯 Specialized Tools & Technologies:

• LLMs: GPT-4, Llama (llama-cpp-python), OpenAI API
• Cloud Services: Model hosting, vector databases
• Optimization: Accelerate for distributed training
• Metrics: BLEU, F1-Score, Accuracy evaluation

📁 82 DataCamp Projects Completed - Comprehensive portfolio spanning ML, AI, Data Engineering, and Data Science

Python JavaScript TypeScript SQL R HTML5 CSS3

React Flask FastAPI TensorFlow PyTorch scikit-learn Pandas NumPy

Git Docker VS Code Jupyter PostgreSQL AWS

Machine Learning Data Science Aerospace GIS Web Development

5 Professional Certifications demonstrating expertise in:

• 🤖 AI Engineering & Development
• 🐍 Python Data Analysis & Engineering
• 🔧 Data Engineering & ETL Pipelines
• 📊 Machine Learning & AI for Data Science
• 🏗️ Professional Data Infrastructure

Python R SQL Bash Git

TensorFlow Keras PyTorch scikit-learn Hugging Face OpenAI LangChain

Pandas NumPy Matplotlib Seaborn Plotly SciPy Statsmodels

Apache Spark Apache Airflow Apache Kafka Hadoop dbt

PostgreSQL MySQL MongoDB Redis Snowflake Amazon S3

AWS Azure Google Cloud Docker Kubernetes

Jupyter VS Code PyCharm RStudio

Machine Learning & AI:

• Supervised Learning (Classification, Regression)
• Unsupervised Learning (Clustering, Dimensionality Reduction)
• Deep Learning (CNNs, RNNs, Transformers)
• Natural Language Processing (NLP)
• Computer Vision
• Reinforcement Learning
• Large Language Models (LLMs)
• Prompt Engineering & Fine-tuning
• Model Deployment & MLOps

Data Engineering:

• ETL/ELT Pipeline Design & Implementation
• Data Warehousing & Data Lakes
• Real-time Data Processing
• Batch Processing & Workflow Orchestration
• Data Quality & Testing
• CI/CD for Data Pipelines
• Cloud Data Architecture
• Distributed Computing

Data Science & Analytics:

• Statistical Analysis & Hypothesis Testing
• Exploratory Data Analysis (EDA)
• Feature Engineering
• Time Series Analysis
• A/B Testing
• Data Visualization & Storytelling
• Predictive Modeling
• Business Intelligence

Programming & Software Engineering:

• Object-Oriented Programming (OOP)
• Functional Programming
• API Development (REST, GraphQL)
• Version Control (Git)
• Unit Testing & TDD
• Code Optimization & Debugging
• Software Design Patterns

• ✅ AI Engineer for Developers Associate - DataCamp
• ✅ Python Data Associate - DataCamp
• ✅ Data Engineer Associate - DataCamp
• ✅ AI Engineer for Data Scientists Associate - DataCamp
• ✅ Data Engineer Professional - DataCamp

• 🚀 31 Self-Initiated Projects spanning aerospace, AI, web dev, GIS, and more
• 📚 82 DataCamp Projects completed across Data Science, ML, and Engineering
• 🌟 113 Total Projects demonstrating continuous learning and practical application

• 🛰️ Specialized in aerospace simulations and trajectory optimization
• 🤖 Expert in AI/ML applications and LLM integration
• 🌐 Full-stack web development with modern frameworks
• 🗺️ Geospatial analysis and interactive mapping systems
• 📊 Advanced data analysis, visualization, and statistical modeling

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• 🎯 Advanced Deep Learning architectures
• ☁️ Cloud-native ML deployment (AWS SageMaker, Azure ML)
• 🚀 Advanced aerospace trajectory optimization
• 🌐 Distributed systems and microservices